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Stochastic analysis of long dry spells in Calabria (Southern Italy)

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Abstract

A deficit in precipitation may impact greatly on soil moisture, snowpack, streamflow, groundwater and reservoir storage. Among the several approaches available to investigate this phenomenon, one of the most applied is the analysis of dry spells. In this study, a non-homogeneous Poisson model has been applied to a set of high-quality daily rainfall series, recorded in southern Italy (Calabria region) during the period 1981–2010, for the stochastic analysis of dry spells. Firstly, some statistical details of the Poisson models were presented. Then, the proposed model has been applied to the analysis of long dry spells. In particular, a Monte Carlo technique was performed to reproduce the characteristics of the process. As a result, the main characteristics of the long dry spells have shown patterns clearly related to some geographical features of the study area, such as elevation and latitude. The results obtained from the stochastic modelling of the long dry spells proved that the proposed model is useful for the probability evaluation of drought, thus improving environmental planning and management.

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References

  • Brunetti M, Maugeri M, Nanni T, Navarra A (2002) Droughts and extreme events in regional daily Italian precipitation series. Int J Climatol 22:543–558

    Article  Google Scholar 

  • Brunetti M, Maugeri M, Monti F, Nanni T (2006) Temperature and precipitation variability in Italy in the last two centuries from homogenised instrumental time series. Int J Climatol 26:345–381

    Article  Google Scholar 

  • Brunetti M, Caloiero T, Coscarelli R, Gullà G, Nanni T, Simolo C (2012) Precipitation variability and change in the Calabria region (Italy) from a high resolution daily dataset. Int J Climatol 32:55–73

    Article  Google Scholar 

  • Buttafuoco G, Caloiero T, Coscarelli R (2011) Spatial and temporal patterns of the mean annual precipitation at decadal time scale in southern Italy (Calabria region). Theor Appl Climatol 105:431–444

    Article  Google Scholar 

  • Caloiero T (2014) Analysis of daily rainfall concentration in New Zealand. Nat Hazards 72:389–404

    Article  Google Scholar 

  • Caloiero T (2015) Analysis of rainfall trend in New Zealand. Environ Earth Sci 73:6297–6310

    Article  Google Scholar 

  • Caloiero T, Coscarelli R, Ferrari E, Mancini M (2011a) Precipitation change in Southern Italy linked to global scale oscillation indexes. Nat Hazards Earth Syst Sci 11:1–12

    Article  Google Scholar 

  • Caloiero T, Coscarelli R, Ferrari E, Mancini M (2011b) Trend detection of annual and seasonal rainfall in Calabria (southern Italy). Int J Climatol 31:44–56

    Article  Google Scholar 

  • Caloiero T, Pasqua AA, Petrucci O (2014) Damaging hydrogeological events: a procedure for the assessment of severity levels and an application to Calabria (Southern Italy). Water 6:3652–3670

    Article  Google Scholar 

  • Caloiero T, Buttafuoco G, Coscarelli R, Ferrari E (2015a) Spatial and temporal characterization of climate at regional scale using homogeneous monthly precipitation and air temperature data: an application in Calabria (southern Italy). Hydrol Res 46:629–646

    Article  Google Scholar 

  • Caloiero T, Coscarelli R, Ferrari E, Sirangelo B (2015b) Analysis of dry spells in southern Italy (Calabria). Water 7:3009–3023

    Article  Google Scholar 

  • Cancelliere A, Salas JD (2004) Drought length properties for periodic-stochastic hydrologic data. Water Resour Res 40:W02503

    Article  Google Scholar 

  • Capra A, Consoli S, Scicolone B (2013) Long-term climatic variability in Calabria and effects on drought and agrometeorological parameters. Water Resour Manag 27:601–617

    Article  Google Scholar 

  • Carvalho JRP, Assad ED, Evangelista SRM, Pinto HS (2013) Estimation of dry spells in three Brazilian regions—analysis of extremes. Atmos Res 132–133:12–21

    Article  Google Scholar 

  • Cindrić K, Pasarić Z, Gajić-Čapka M (2010) Spatial and temporal analysis of dry spells in Croatia. Theor Appl Climatol 102:171–184

    Article  Google Scholar 

  • Cinlair E (1975) Introduction to stochastic processes. Prentice Hall, Englewood Cliffs

    Google Scholar 

  • Choi G, Collins D, Ren G, Trewin B, Baldi M, Fukuda Y, Afzaal M, Pianmana T, Gomboluudev P, Huong PT, Lias N, Kwon WT, Boo KO, Cha Y, Zhou Y (2009) Changes in means and extreme events of temperature and precipitation in the Asia-Pacific Network region, 1955–2007. Int J Climatol 29:1906–1925

    Article  Google Scholar 

  • Dai AG, Lamb PJ, Trenberth KE, Hulme M, Jones PD, Xie PP (2004) The recent Sahel drought is real. Int J Climatol 24:1323–1331

    Article  Google Scholar 

  • Degefu MA, Bewket W (2014) Variability and trends in rainfall amount and extreme event indices in the Omo-Ghibe River Basin, Ethiopia. Reg Environ Change 14:799–810

    Article  Google Scholar 

  • Deni SM, Jemain AA, Ibrahim K (2010) The best probability models for dry and wet spells in Peninsular Malaysia during monsoon seasons. Int J Climatol 30:1194–1205

    Article  Google Scholar 

  • Dracup JA, Lee KS, Paulson EG (1980) On the statistical characteristics of drought events. Water Resour Res 16:289–296

    Article  Google Scholar 

  • Ferrari E, Caloiero T, Coscarelli R (2013) Influence of the North Atlantic Oscillation on winter rainfall in Calabria (southern Italy). Theor Appl Climatol 114:479–494

    Article  Google Scholar 

  • Gong DY, Wang JA, Han H (2005) Trends of summer dry spells in China during the late twentieth century. Meteorol Atmos Phys 88:203–214

    Article  Google Scholar 

  • Gonzalez-Hidalgo JC, Brunetti M, de Luis M (2011) A new tool for monthly precipitation analysis in Spain: MOPREDAS database (Monthly precipitation trends December 1945–November 2005). Int J Climatol 31:715–731

    Article  Google Scholar 

  • Groisman PY, Knight RW (2008) Prolonged dry episodes over the conterminous United States: new tendencies emerging during the last 40 years. J Clim 21:1850–1862

    Article  Google Scholar 

  • Gupta V, Duckstein L (1975) Droughts as extreme distributions from a point rainfall process. Water Resour Res 11:221–228

    Article  Google Scholar 

  • Guttman NB, Wallis JR, Hosking JRM (1992) Spatial comparability of the Palmer drought severity index. Water Resour Bull 28:1111–1119

    Article  Google Scholar 

  • Güven O (1983) A simplified semiempirical approach to probabilities of extreme hydrologic droughts. Water Resour Res 19:441–453

    Article  Google Scholar 

  • Heinrich G, Gobiet A (2012) The future of dry and wet spells in Europe: a comprehensive study based on the ENSEMBLES regional climate models. Int J Climatol 32:1951–1970

    Article  Google Scholar 

  • Huang J, Liu F, Xue Y, Sun S (2015) The spatial and temporal analysis of precipitation concentration and dry spell in Qinghai, northwest China. Stoch Env Res Risk A 29:1403–1411

    Article  Google Scholar 

  • Hulme M (2001) Climatic perspectives on SSA desiccation: 1973–1998. Glob Environ Chang 11:19–29

    Article  Google Scholar 

  • IPCC (2013) Summary for Policymakers. Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, New York

    Google Scholar 

  • Jin F, Kitoh A, Alpert P (2010) Water cycle changes over the Mediterranean: a comparison study of a super–high–resolution global model with CMIP3. Philos T Roy Soc A 368:1–13

    Article  Google Scholar 

  • Kisaka MO, Mucheru–Muna M, Ngetich FK, Mugwe J, Mugendi D, Mairura F, Shisanya C, Makokha GL (2015) Potential of deterministic and geostatistical rainfall interpolation under high rainfall variability and dry spells: case of Kenya’s Central Highlands. Theor Appl Climatol Published online. doi:10.1007/s00704-015-1413-2

  • Kutiel H (1985) The multimodality of the rainfall course in Israel, as reflected by the distribution of dry spells. Meteorol Atmos Phys 36:15–27

    Google Scholar 

  • Lana X, Martinez MD, Burgueño A, Serra C, Martin–Vide J, Gomez L (2006) Distributions of long dry spells in the Iberian Peninsula, years 1951–1990. Int J Climatol 14:1999–2021

    Article  Google Scholar 

  • Llano MP, Penalba OC (2011) A climatic analysis of dry sequences in Argentina. Int J Climatol 31:504–513

    Article  Google Scholar 

  • Longobardi A, Villani P (2010) Trend analysis of annual and seasonal rainfall time series in the Mediterranean area. Int J Climatol 30:1538–1546

    Google Scholar 

  • Mathier L, Perreault L, Bobée B, Ashkar F (1992) The use of geometric and gamma–related distributions for frequency analysis of water deficit. Stoch Hydrol Hydraul 6:239–254

    Article  Google Scholar 

  • Millan J, Yevjevich V (1971) Probability of observed droughts. Hydrol Papers 50. Colorado State University Publication, Fort Collins

    Google Scholar 

  • Mishra AK, Singh VP (2011) Drought modeling—a review. J Hydrol 403:157–175

    Article  Google Scholar 

  • Nastos PT, Zerefos CS (2009) Spatial and temporal variability of consecutive dry and wet days in Greece. Atmos Res 94:616–628

    Article  Google Scholar 

  • Philandras CM, Nastos PT, Kapsomenakis J, Douvis KC, Tselioudis G, Zerefos CS (2011) Long term precipitation trends and variability within the Mediterranean region. Nat Hazards Earth Syst Sci 11:3235–3250

    Article  Google Scholar 

  • Raible CC, Ziv B, Saaroni H, Wild M (2010) Winter synoptic-scale variability over the Mediterranean Basin under future climate conditions as simulated by the ECHAM5. Clim Dynam 35:473–488

    Article  Google Scholar 

  • Ren L, Arkin P, Smith TM, Shen SSP (2013) Global precipitation trends in 1900–2005 from a reconstruction and coupled model simulations. J Geophys Res-Atmos 118:1679–1689

    Article  Google Scholar 

  • Saaroni H, Ziv B, Lempert J, Gazit Y, Morin (2014) Prolonged dry spells in the Levant region: climatological–synoptic analysis. Int J Climatol 35:2223–2236

    Article  Google Scholar 

  • Sánchez E, Domínguez M, Romera R, López de la Franca N, Gaertner MA, Gallardo C, Castro M (2011) Regional modeling of dry spells over the Iberian Peninsula for present climate and climate change conditions. Clim Change 107:625–634

    Article  Google Scholar 

  • Santos MA (1983) Regional droughts: a stochastic characterization. J Hydrol 66:183–211

    Article  Google Scholar 

  • Sarhadi A, Heydarizadeh M (2014) Regional frequency analysis and spatial pattern characterization of dry spells in Iran. Int J Climatol 34:835–848

    Article  Google Scholar 

  • Sayemuzzamana M, Jhab MK (2014) Seasonal and annual precipitation time series trend analysis in North Carolina, United States. Atmos Res 137:183–194

    Article  Google Scholar 

  • Seidel DJ, Fu Q, Randel WJ, Reichler TJ (2008) Widening of the tropical belt in a changing climate. Nat Geosci 1:21–24

    Google Scholar 

  • Sen Z (1977) Run–sums of annual streamflow series. J Hydrol 35:311–324

    Article  Google Scholar 

  • Sen Z (1980) Regional drought and flood frequency analysis, theoretical consideration. J Hydrol 46:265–279

    Article  Google Scholar 

  • Serra C, Martínez MD, Lana X, Burgueño A (2013) European dry spells distributions, years 1951–2000. Theor Appl Climatol 114:531–551

    Article  Google Scholar 

  • Serra C, Martínez MD, Lana X, Burgueño A (2014) European dry spell regimes (1951–2000): clustering process and time trends. Atmos Res 144:151–174

    Article  Google Scholar 

  • Sharma T (1995) Estimation of drought severity on independent and dependent hydrologic series. Water Res Manag 11:35–49

    Article  Google Scholar 

  • She D, Xia J, Song J, Du H, Chen J, Wan L (2013) Spatio-temporal variation and statistical characteristic of extreme dry spell in Yellow River Basin, China. Theor Appl Climatol 112:201–213

    Article  Google Scholar 

  • Shiau JT, Shen HW (2001) Recurrence analysis of hydrologic droughts of differing severity. J Water Resour Plan Manag 127:30–40

    Article  Google Scholar 

  • Sirangelo B, Caloiero T, Coscarelli R, Ferrari E (2013) Statistical modelling of sequences of no-rain days. Proc. of First Annual Conference SISC, Climate change and its implications on ecosystem and society. Lecce, Italy, pp 349–360

    Google Scholar 

  • Sirangelo B, Caloiero T, Coscarelli R, Ferrari E (2015) A stochastic model for the analysis of the temporal change of dry spells. Stoch Env Res Risk A 29:143–155

    Article  Google Scholar 

  • Soule PT (1992) Spatial patterns of drought frequency and duration in the contiguous USA based on multiple droughts event definitions. Int J Climatol 12:11–24

    Article  Google Scholar 

  • Tase N (1976) Area-deficit-intensity characteristics of drought. Hydrol Papers 87. Colorado State University Publication, Fort Collins

    Google Scholar 

  • Westra S, Alexander LV, Zwiers FW (2013) Global increasing trends in annual maximum daily precipitation. J Clim 26:3904–3918

    Article  Google Scholar 

  • Xoplaki E, González–Rouco JF, Luterbacher J, Wanner H (2004) Wet season Mediterranean precipitation variability: influence of large-scale dynamics and trends. Clim Dynam 23:63–78

    Article  Google Scholar 

  • Yevjevich V (1967) An objective approach to definitions and investigations of continental hydrologic droughts. Hydrol Papers 23. Colorado State University Publication, Fort Collins

    Google Scholar 

  • Zelenhasìc E, Salvai A (1987) A method of streamflow drought analysis. Water Resour Res 23:156–168

    Article  Google Scholar 

  • Ziv B, Saaroni H, Pargament R, Harpaz T, Alpert P (2014) Trends in rainfall regime over Israel, 1975–2010, and their relationship to large scale variability. Reg Environ Change 14:1751–1764

    Article  Google Scholar 

  • Zolina O, Simmer C, Belyaev K, Sergey K, Gulev S, Koltermann P (2013) Changes in the duration of European wet and dry spells during the last 60 years. J Clim 26:2022–2047

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Environmental and Chemical Engineering (DIATIC), University of Calabria, Rende (CS), Italy

    B. Sirangelo

  2. National Research Council of Italy, Institute for Agriculture and Forest Systems in the Mediterranean (CNR-ISAFOM), Rende (CS), Italy

    T. Caloiero

  3. National Research Council of Italy, Research Institute for Geo-hydrological Protection (CNR-IRPI), Rende (CS), Italy

    R. Coscarelli

  4. University of Calabria, Department of Computer Engineering, Modeling, Electronics, and Systems Science (DIMES), Rende (CS), Italy

    E. Ferrari

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  1. B. Sirangelo
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  4. E. Ferrari
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Correspondence to E. Ferrari.

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Sirangelo, B., Caloiero, T., Coscarelli, R. et al. Stochastic analysis of long dry spells in Calabria (Southern Italy). Theor Appl Climatol 127, 711–724 (2017). https://doi.org/10.1007/s00704-015-1662-0

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  • DOI: https://doi.org/10.1007/s00704-015-1662-0

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